A Metabolomics-Based Approach for Diagnosing NAFLD and Identifying Its Pre-Condition along the Potential Disease Spectrum

Masanori Nojima, Takeshi Kimura, Yutaka Aoki, Hirotaka Fujimoto,Kuniyoshi Hayashi, Junya Ohtake, Mariko Kimura-Asami, Kazuhiko Suzuki,Kevin Urayama,Masaaki Matsuura, Taka-Aki Sato,Katsunori Masuda

Livers（2025）

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Key words

non-alcoholic fatty liver disease (NAFLD),metabolomics,biomarker,machine-learning,least absolute shrinkage and selection operator (LASSO),pre-NAFLD

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